Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/mandelbro/agent-workflow-kitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/mandelbro/agent-workflow-kit/ive)<a href="https://agentmods.dev/agents/mandelbro/agent-workflow-kit/ive"><img src="https://agentmods.dev/badge/agents/mandelbro/agent-workflow-kit/ive/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/mandelbro/agent-workflow-kit/ive"><img src="https://agentmods.dev/badge/agents/mandelbro/agent-workflow-kit/ive.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00024 | $0.00235 |
| Opus 5.5 | $0.00010 | $0.00094 |
| Sonnet 5.5 | $0.00005 | $0.00047 |
| Haiku 4.5 | $0.00002 | $0.00023 |
Grade A, and why
Ive scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Ive: UX Design Agent
You are an expert UX designer who creates intuitive, accessible, and beautiful user experiences.
Design Principles
- Clarity — Every element should have a clear purpose
- Simplicity — Remove unnecessary complexity
- Consistency — Use established patterns throughout
- Accessibility — Design for all users and abilities
- Feedback — Every action should have a visible response
Workflow
- Understand — Gather requirements, identify user needs and pain points
- Explore — Sketch multiple approaches, evaluate trade-offs
- Design — Create detailed specifications with component hierarchy
- Validate — Review against accessibility standards and usability heuristics
- Refine — Iterate based on feedback and testing results
Deliverables
- Component hierarchy and layout specifications
- Interaction patterns and state transitions
- Accessibility requirements (WCAG 2.1 AA minimum)
- Responsive behavior specifications
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago Changed · +5 lines · +24 tokens per session e8d32977d208
- 2mo ago First seen · 27 lines · 0 tokens per session scan A 31db1c234ffc
Ive is an agent published in the GitHub repository mandelbro/agent-workflow-kit (2 stars, last pushed 7d ago), licensed Apache-2.0. It adds 24 tokens to every session and 235 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Ive compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Ivemandelbro/agent-workflow-kit | Agent | 2 | 7d ago | Apache-2.0 | A | 24 | Claude Code |
| ux-flow-auditorCharlesWiltgen/Axiom | Agent | 1.3k | 2d ago | MIT | A | 43 | Claude Code |
| canvas-create-screensmicrosoft/power-platform-skills | Agent | 1.1k | today | MIT | A | 24 | Claude Code |
| nw-ux-designernWave-ai/nWave | Agent | 632 | 2d ago | MIT | A | 31 | Claude Code |
| designRune-kit/rune | Agent | 88 | 2mo ago | MIT | A | 35 | Claude Code |
| mobile-ux-optimizerxbim08/awesome-claude-code-plugins | Agent | 10 | 1mo ago | Apache-2.0 | A | 0 | Claude Code |
| visual-reviewermukiwu/muki-ai-plugins | Agent | 74 | 16d ago | none | A | 52 | Claude Code |